Projects in Awesome Lists by eric11eca

https://github.com/eric11eca/neurallog

A neural-symbolic joint reasoning approach for Natural Language Inference (NLI). Modeling NLI as inference path planning through a search engine. Sequence chunking and neural paraphrase detection for syntactic variation. SOTA result on SICK and MED.

bert-embeddings computational-semantics language-model natural-language-inference natural-language-processing neural-symbolic-reasoning phrase-alignment

Last synced: 06 Oct 2025

https://github.com/eric11eca/disco

Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator supports GPT-3, ChatGPT, and GPT-4.

Last synced: 11 Jul 2025

https://github.com/eric11eca/udep2mono

Universal Dependency polarization for monotonicity based natural language inference

computational-linguistics computational-semantics monotonicity natural-language-inferece natural-language-understanding universal-dependencies

Last synced: 18 Oct 2025

https://github.com/eric11eca/reckoning-metakg

RECKONING is a bi-level learning algorithm that improves language models' reasoning ability by folding contextual knowledge into parametric knowledge through back-propagation.

bilevel-optimization complex-reasoning meta-learning pretrained-language-model question-answering

Last synced: 14 Apr 2025

https://github.com/eric11eca/automatonstudio

Toolbox for automaton theory, language theory, lambda calculus, propositional logic, and formal semantics. Including simulations, applications, parsers, and algorithm implementations.

automaton context-free-grammar finite-automaton-simulator finite-state-machine lambda-calculus propositional-logic regular-expression turing-machine-simulator

Last synced: 11 Mar 2026

https://github.com/eric11eca/curriculum-ling

Curriculum is a new format of NLI benchmark for evaluation of broad-coverage linguistic phenomena. This linguistic-phenomena-driven benchmark can serve as an effective tool for diagnosing model behavior and verifying model learning quality.

benchmark language-model-evaluation natural-language-inference natural-language-processing natural-language-understanding probing reasoning

Last synced: 14 Apr 2025

https://github.com/eric11eca/rhit_rover_ui

Driver station user interface for RHIT rover team

Last synced: 15 Mar 2025

https://github.com/eric11eca/pandemicboardgame

Implementation of the Pandemic board game in Java

Last synced: 18 Jun 2025

https://github.com/eric11eca/inference-information-probing

Probing linguistic information for logical inference, in pre-trained language models

Last synced: 15 Mar 2025

https://github.com/eric11eca/common-bench

EPFL Machine Learning course project 2. Associated with NLP Lab. Commonsense reasoning benchmark and probing for large language models.

Last synced: 15 Mar 2025

https://github.com/eric11eca/cppnd-capstone-covid-19-socialdistance

Automated social distance monitoring with yolov3 and opencv c++.

Last synced: 15 Mar 2025

https://github.com/eric11eca/epfl-ml-project-1

Last synced: 30 Jun 2025

https://github.com/eric11eca/datadash

Last synced: 03 Jan 2026

https://github.com/eric11eca/lucy-2048

Last synced: 15 Mar 2025

https://github.com/eric11eca/fractal_tree

Last synced: 15 Mar 2025

https://github.com/eric11eca/meditron-human

Last synced: 15 Mar 2025

https://github.com/eric11eca/saint-nli

A new evaluation mechanism and a learning strategy for de-biased and interpretable NLI models. Models co-learn sentence classification and evidence retrieval for the classification.

computational-semantics language-models natural-language-inference transformers

Last synced: 15 Mar 2025